[PDF][PDF] Privacy-protecting techniques for behavioral data: A survey

S Hanisch, P Arias-Cabarcos, J Parra-Arnau… - arXiv preprint arXiv …, 2021 - core.ac.uk
∗ Funded by the German Research Foundation (DFG, Deutsche Forschungsgemeinschaft)
as part of Germany's Excellence Strategy–EXC 2050/1–Project ID 390696704–Cluster of …

Voice privacy using CycleGAN and time-scale modification

GP Prajapati, DK Singh, PP Amin, HA Patil - Computer Speech & Language, 2022 - Elsevier
Abstract Extensive use of Intelligent Personal Assistants (IPA) and biometrics in our day-to-
day life asks for privacy preservation while dealing with personal data. To that effect, efforts …

A false sense of privacy: Towards a reliable evaluation methodology for the anonymization of biometric data

S Hanisch, J Todt, J Patino, N Evans… - arXiv preprint arXiv …, 2023 - arxiv.org
Biometric data contains distinctive human traits such as facial features or gait patterns. The
use of biometric data permits an individuation so exact that the data is utilized effectively in …

[PDF][PDF] Voice Privacy Through x-Vector and CycleGAN-Based Anonymization.

GP Prajapati, DK Singh, PP Amin, HA Patil - Interspeech, 2021 - isca-archive.org
With the rise in usage of voice assistants and spoken language interfaces, important
concerns regarding voice data privacy have been prompted. In an attempt to reduce the …

Voice Privacy Using Time-Scale and Pitch Modification

DK Singh, GP Prajapati, HA Patil - SN Computer Science, 2024 - Springer
There is a growing demand toward digitization of various day-to-day work and hence, there
is a surge in use of Intelligent Personal Assistants. The extensive use of these smart digital …

[PDF][PDF] Depersonalization of Speech Using Speaker-Specific Transform Based on Long-Term Spectrum.

M Rujzl, M Sigmund - Radioengineering, 2023 - radioeng.cz
This paper introduces a novel approach for hiding personal information in speech signals.
The proposed approach applied a transform warping function, which is obtained from a long …

Privacy-Protecting Techniques for Behavioral Biometric Data: A Survey

S Hanisch, P Arias-Cabarcos, J Parra-Arnau… - arXiv preprint arXiv …, 2021 - arxiv.org
Our behavior (the way we talk, walk, act or think) is unique and can be used as a biometric
trait. It also correlates with sensitive attributes like emotions and health conditions. Hence …

F0 Modification via PV-TSM Algorithm for Speaker Anonymization Across Gender

CO Mawalim, S Okada, M Unoki - 2022 Asia-Pacific Signal and …, 2022 - ieeexplore.ieee.org
Speaker anonymization has been developed to protect personally identifiable information w
hile r etaining other encapsulated information in speech. Datasets, metrics, and protocols for …

Creation, Perception, and Use of Gender Expansive Synthetic Voices

M Hope - 2024 - search.proquest.com
Gender expansive (transgender and nonbinary) listeners are typically left out of the study of
sociophonetic perception, and even phonetic studies more broadly, although there is an …

Significance of Distance Measures for Speaker Anonymization

GP Prajapati, DK Singh, HA Patil - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Privacy preservation methods for voice data are evolving day by day. A recent state-of-the-
art voice privacy algorithm uses an x-vector and neural source-filter (NSF)-based …